數(shù)據(jù)湖技術(shù)在汽車行業(yè)的應用

1、數(shù)據(jù)湖技術(shù)在汽車行業(yè)的應用技術(shù)創(chuàng)新，變革未來-AWSGPUMLHPCAVML+AW S D atabase M igration Service | AW S Snow Fam ily | Am azon K inesis D ata Firehose | Am azon Kinesis D ata Stream s | Am azon M anaged Stream ing for KafkaAm azon Q uicksightAm azon SageM akerAm azon Com prehendAm azon ForecastAm azon LexAm azon PolyAm azo

2、n PersonalizeAm azon RekognitionAm azon ForecastAm azon RedshiftAm azon EM RAW S G lueAm azon Kinesis Data AnalyticsAm azon Elasticsearch Service+Am azon S3AW S G lue D ata CatalogAW S Lake Form ation+Am azon Athena+“AWS- VP Connected Vehicle, Digital Backend, Big Data, BMW Group多帳戶設置有助于使數(shù)據(jù)工作負載民主化D

3、ata Consum erAI LabD ata P roviderSQ L LabDATA.B M W .CLO U DD ata ExplorerU nbounded D ataBounded D ataETLStream APIDocsAnalyticsM odeling數(shù)據(jù)的提供商流數(shù)據(jù)的大規(guī)模攝取D ata P roviderPrivate VPCFargateCloud D ata H ubG lueD C SyncG lobal G lueD CSource S3InfoSecKM S CM KCloud-native telem etryLegacy telem etryO n

4、-prem isePulPushK inesis FirehoseM ask PISQ SP repLocal G lueD CP rep S3SN SToyotaIngestDecodeTransformAnalyze / ConsumeRegionReal timeStreaming data fromConnected vehiclesRaw S3 bucketKinesisFirehoseLambdaDecoded S3 bucketEnriched S3 bucketEMRDynamoAPI GWAthenaSageMakerCloudWatchKMSCustomers1234567

5、820-100TB10-125200 600 PB100 1000GPU10000 100000GPU100000CPU/GPU10000CPU109876432AWS OutpostsAWS IoT CoreAmazon Kinesis Data FirehoseApache Airflow ETLGPS5ASAM OpenSCENARIOAmazon DynamoDBAmazon Elasticsearch ServiceAmazon Neptune AWS GlueAmazon SageMaker Ground TruthAWS AppSync141072135689“AmazonEC2P375%Adrien Gaidon, PhD, Machine Learning Lead Toyota Resear